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The Top 23 Genetic Algorithm Open Source Projects

Open source projects categorized as Genetic Algorithm
Categories > Machine Learning > Genetic Algorithm
Ml From Scratch ⭐ 23,095
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
total releases 4most recent commit 6 months ago
Tensorflow_cookbook ⭐ 6,085
Code for Tensorflow Machine Learning Cookbook
most recent commit a year ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Scikit Opt ⭐ 4,648
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
dependent packages 5total releases 23most recent commit 4 months agopypi scikit-opt} Downloads
Triangula ⭐ 3,832
Generate high-quality triangulated and polygonal art from images.
total releases 57most recent commit 3 years ago
Iamdinosaur ⭐ 2,760
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
most recent commit 6 years ago
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22most recent commit 3 months agopypi pymoo} Downloads
Poker ⭐ 1,777
Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:
most recent commit 3 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 months ago
Geneticalgorithmpython ⭐ 1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 8total releases 57most recent commit 4 months agopypi pygad} Downloads
Eiten ⭐ 1,557
Statistical and Algorithmic Investing Strategies for Everyone
most recent commit 4 years ago
Machine Learning Flappy Bird ⭐ 1,443
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
most recent commit 6 years ago
Genann ⭐ 1,398
simple neural network library in ANSI C
most recent commit 7 months ago
Geneticsharp ⭐ 1,159
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
dependent packages 8total releases 18most recent commit 6 months agonuget GeneticSharp} Downloads
Evolutionary Algorithm ⭐ 1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most recent commit 5 months ago
Ai Programmer ⭐ 1,073
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
most recent commit a year ago
Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
most recent commit 2 years ago
Neataptic ⭐ 978
🚀 Blazing fast neuro-evolution & backpropagation for the browser and Node.js
dependent packages 7total releases 81most recent commit 5 years agonpm neataptic} Downloads
Applying_eanns ⭐ 955
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
most recent commit 7 years ago
Devol ⭐ 910
Genetic neural architecture search with Keras
most recent commit 4 years ago
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24most recent commit 4 months ago
Pagmo2 ⭐ 759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 5total releases 24most recent commit 4 months ago
Eaopt ⭐ 721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 1total releases 5most recent commit 3 years ago
The 10 Most Depended On Genetic Algorithm Open Source Projects
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22latest release November 26, 2023most recent commit 3 months agopypi pymoo} Downloads
Ga ⭐ 82
An R package for optimization using genetic algorithms
dependent packages 48total releases 13latest release October 15, 2021most recent commit 2 years ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Geneticalgorithm ⭐ 60
A fully generalized implementation of the Genetic Algorithm usable on any json based Phenotype
dependent packages 13total releases 32latest release December 23, 2019most recent commit 4 years agonpm geneticalgorithm} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Neataptic ⭐ 978
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
dependent packages 7total releases 81latest release October 21, 2017most recent commit 5 years agonpm neataptic} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 3 months agopypi bluepyopt} Downloads
Jenetics ⭐ 806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
dependent packages 6total releases 24latest release August 30, 2023most recent commit 4 months ago
The 10 Latest Releases In Genetic Algorithm Open Source Projects
Pyoptframe Dev ⭐ 8
Python bindings for OptFrame C++ Functional Core
total releases 21latest release December 07, 2023most recent commit 4 months ago
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years agopypi geneticalgorithm2} Downloads
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22latest release November 26, 2023most recent commit 3 months agopypi pymoo} Downloads
Ezff ⭐ 5
Python-based library for easy force-field fitting
total releases 10latest release November 20, 2023most recent commit 5 months ago
Goga ⭐ 14
Genetic Algorithm written in go
latest release November 20, 2023most recent commit 6 years ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 3 months agopypi bluepyopt} Downloads
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